See How AI Agents Get Smarter With Data Flywheel!

Mervin Praison ยท Beginner ยท๐Ÿ“ฐ AI News & Updates ยท10mo ago
## ๐Ÿ“Š Building Scalable AI Agents with Data Flywheel | NVIDIA NeMo Microservices Full Walkthrough Dataflywheel: https://nvda.ws/4jmmJlu In this video, we explore the **Data Flywheel** โ€“ a powerful framework to create AI agents at scale. Learn how **data processing, model customisation, model evaluation, guardrails, and information retrieval** work together to build efficient, safe, and accurate AI agents. This video breaks down the essential components for building **AI agents** at **AI scale** using the **data curation** process. It highlights the importance of data processing, model customisation through **fine-tuning**, and ensuring reliability with guardrails. Learn how these elements come together to create powerful **AI-driven systems**. Weโ€™ll walk you through **NVIDIA NeMo Microservices**, including: * ๐Ÿ› ๏ธ NeMo Curator * โš™๏ธ NeMo Customizer * โœ… NeMo Evaluator * ๐Ÿ›ก๏ธ NeMo Guardrails * ๐Ÿ” NeMo Retriever See how **NVIDIA's NV InfoBot** works using a real-world example to answer complex enterprise questions by retrieving private data with fast, accurate responses. ๐Ÿ‘‰ Youโ€™ll also learn how to: * ๐Ÿš€ Deploy the Data Flywheel on the cloud * ๐Ÿ’ป Run it on your own server * ๐Ÿ”ง Fine-tune small models to achieve performance comparable to large 70B models * ๐Ÿ—‚๏ธ Process and load custom datasets * ๐Ÿ” Continuously retrain using updated data via API endpoints By the end, youโ€™ll know how to set up, customise, and deploy an **AI-powered customer service assistant** using NVIDIAโ€™s tools. ๐Ÿ“Œ Timestamps: 00:00 โ€“ What is Data Flywheel? 01:00 โ€“ NVIDIA NeMo Microservices Explained 03:00 โ€“ Full Step-by-Step Tutorial Starts 05:00 โ€“ Loading Data and Starting Training 07:00 โ€“ Model Evaluation and Accuracy Results 09:00 โ€“ Final Thoughts and Next Steps ๐Ÿ‘ If you found this helpful, please like, subscribe, and comment your thoughts or questions! #NVIDIA #DataFlywheel #NeMo #AIagents #AITutorial #CloudAI #ModelFineTuning #APIAutomation
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Chapters (6)

What is Data Flywheel?
1:00 NVIDIA NeMo Microservices Explained
3:00 Full Step-by-Step Tutorial Starts
5:00 Loading Data and Starting Training
7:00 Model Evaluation and Accuracy Results
9:00 Final Thoughts and Next Steps
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